Automatic reconstruction of 3D branching objects

In this paper we assume that 3D objects are known as a database containing 3D co-ordinates and gray tone level of the object points. With the help of the database, we construct a sequence of planes containing a set of 2D objects. In order to reconstruct several 3D branching objects we solve the foll...

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Bibliographic Details
Main Author: Sirakov, N.M.
Format: Conference Proceeding
Language:English
Subjects:
Biomechanics
Humans
Minerals
Mining industry
Neoplasms
Object detection
Ores
Production
Prosthetics
Shape
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Summary:In this paper we assume that 3D objects are known as a database containing 3D co-ordinates and gray tone level of the object points. With the help of the database, we construct a sequence of planes containing a set of 2D objects. In order to reconstruct several 3D branching objects we solve the following problems: 1) divide the set of 2D objects to subsets of similar 2D objects; 2) find the branches of similar 2D objects; and 3) connect similar 2D objects and branches. We introduce the term morphological similarity to solve the first problem. We apply morphological sequences to find the branches. We determine the "corresponding" essential points to connect similar 2D objects. We performed experiments to validate the theory, using real data obtained from ore deposit.
ISSN:1051-4651
2831-7475
DOI:10.1109/ICPR.1996.546898